Unitlab Annotate vs Shotstack vs Muapi vs LabelGPT

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Unitlab Annotate
vs
Competitor 1
Shotstack
Competitor 2
Muapi
Competitor 3
LabelGPT
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
—
318.3Kvisits/mo
135.3Kvisits/mo
MoM change
▲ 76.6%
—
—
▼ 22.5%
6-month growth
+37.1%
—
—
+18.2%
Global rank web
#2,769,635
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—
#335,350
Avg. last 3 months
5.1K
—
318.3K
139.9K
Bounce rate lower is better
62%
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—
43%
Pages / visit
1.1
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—
1.8
Visit duration
1m 41s
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—
25s
Traffic sources
—
—
—
● Direct 70% · ● Referral 29%
Unitlab AnnotateShotstackMuapiLabelGPT
079.6K159.2K238.7K318.3KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3K1K10K100K1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$89per month · free tier available
$39per month
$10per month
$9,999per month · free tier available
Free tier
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Free trial
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API access
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Plans
Free FreeActive $99/moPro $195/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Capabilities input → output
Input
AudioVideoTextImagesDocuments
VideoImagesCode
ImagesText
ImagesText
Output
Data
Video
VideoAudioImages
Data
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
6
3
APIs
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Data labeling
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Image annotation
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Developer tools
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Image segmentation
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Video generation
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Video editing
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Image generation
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Object identification
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Personalized videos
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3D models
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Data quality control
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Music creation
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OCR
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Video analysis
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.